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首页> 外文期刊>Journal of Computational Methods in Sciences and Engineering >Study on Fuzzy-PID control for SM-CVT speed ratio based on PSO algorithm
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Study on Fuzzy-PID control for SM-CVT speed ratio based on PSO algorithm

机译:基于PSO算法的SM-CVT变速比的模糊PID控制研究

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摘要

This paper puts forward a speed ratio control bychanging the diameter of the Continuously Variable Transmission primary andsecondary pulley with a single motor actuation system. The structuralcomponents and working principle of this actuation system are introduced. Acontrol strategy based on Fuzzy-PID is proposed to improve the controlprecision of the nonlinear and solve problems such as the time lag andinstability of Continuously Variable Transmission speed ratio controlsystem. Fuzzy-PID speed ratio controller model is set up, in which parameterfactors are optimized by the Particle Swarm Optimization algorithm torealize the optimization of the speed ratio control system. Simulationresults show that the Fuzzy-PID controller optimized by Particle SwarmOptimization algorithm can improve the control precision of system and theperformance of the speed ratio tracking.
机译:提出了通过单电机驱动系统改变无级变速器主,副皮带轮直径的控制方法。介绍了该驱动系统的结构组成和工作原理。提出了一种基于模糊PID的控制策略,提高了非线性控制精度,解决了无级变速器变速比控制系统的时滞和不稳定性等问题。建立了模糊PID速比控制器模型,通过粒子群算法对参数因子进行优化,实现了速比控制系统的优化。仿真结果表明,采用粒子群优化算法优化的Fuzzy-PID控制器可以提高系统的控制精度,提高速比跟踪性能。

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